The old photograph lay on the table, a picture of David and his late wife, laughing, young and carefree. David had spent years living with the knowledge of a terminal illness. He had poured all his energy into making the most of his remaining time. He had finally felt a sense of peace. That was before the phone call. Now the peace was shattered. His world had been turned upside down. The doctor's apology was a blur of words. He found a crushing sense of disappointment in every breath he took. He closed his eyes, the emptiness a vast, unending ocean.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301